She completed her M.Sc. in Applied Mathematics in 2009 and has been actively involved in research for the past eight years. Her work has focused on Multi-Criteria Decision Making (MCDM), Fuzzy Systems, Machine Learning, and Soft Computing. Over the years, she has contributed to the development of intelligent models designed to solve complex decision-making problems involving uncertainty and imprecision. By integrating fuzzy logic with machine learning techniques, she has worked on building adaptive and efficient decision support systems. Her research has played a role in advancing computational methods that improve the accuracy and reliability of decision-making processes across various domains.